244 citations · 1.5k across the 146 of their papers we have counts for
Showing 2019 · astro-ph.COShow all
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astro-ph.CO2019★ 15 cited
A blinding solution for inference from astronomical data
Elena Sellentin
This paper presents a joint blinding and deblinding strategy for inference of physical laws from astronomical data. The strategy allows for up to three blinding stages, where the d…
astro-ph.CO2019★ 28 cited
Euclid-era cosmology for everyone: Neural net assisted MCMC sampling for the joint 3x2 likelihood
Andrea Manrique-Yus, Elena Sellentin
We develop a fully non-invasive use of machine learning in order to enable open research on Euclid-sized data sets. Our algorithm leaves complete control over theory and data analy…